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Asja Fischer

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AnomalyDINO: Boosting Patch-based Few-shot Anomaly Detection with DINOv2

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May 23, 2024
Simon Damm, Mike Laszkiewicz, Johannes Lederer, Asja Fischer

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AI-Generated Faces in the Real World: A Large-Scale Case Study of Twitter Profile Images

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Apr 22, 2024
Jonas Ricker, Dennis Assenmacher, Thorsten Holz, Asja Fischer, Erwin Quiring

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On the Challenges and Opportunities in Generative AI

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Feb 28, 2024
Laura Manduchi, Kushagra Pandey, Robert Bamler, Ryan Cotterell, Sina Däubener, Sophie Fellenz, Asja Fischer, Thomas Gärtner, Matthias Kirchler, Marius Kloft, Yingzhen Li, Christoph Lippert, Gerard de Melo, Eric Nalisnick, Björn Ommer, Rajesh Ranganath, Maja Rudolph, Karen Ullrich, Guy Van den Broeck, Julia E Vogt, Yixin Wang, Florian Wenzel, Frank Wood, Stephan Mandt, Vincent Fortuin

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Layout-to-Image Generation with Localized Descriptions using ControlNet with Cross-Attention Control

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Feb 20, 2024
Denis Lukovnikov, Asja Fischer

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AEROBLADE: Training-Free Detection of Latent Diffusion Images Using Autoencoder Reconstruction Error

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Jan 31, 2024
Jonas Ricker, Denis Lukovnikov, Asja Fischer

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Benchmarking the Fairness of Image Upsampling Methods

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Jan 24, 2024
Mike Laszkiewicz, Imant Daunhawer, Julia E. Vogt, Asja Fischer, Johannes Lederer

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A Representative Study on Human Detection of Artificially Generated Media Across Countries

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Dec 10, 2023
Joel Frank, Franziska Herbert, Jonas Ricker, Lea Schönherr, Thorsten Eisenhofer, Asja Fischer, Markus Dürmuth, Thorsten Holz

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Learning Sparse Codes with Entropy-Based ELBOs

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Nov 03, 2023
Dmytro Velychko, Simon Damm, Asja Fischer, Jörg Lücke

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Uncertainty-weighted Loss Functions for Improved Adversarial Attacks on Semantic Segmentation

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Oct 26, 2023
Kira Maag, Asja Fischer

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Layerwise Linear Mode Connectivity

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Jul 13, 2023
Linara Adilova, Asja Fischer, Martin Jaggi

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